ResearchBenchmarksAspect-Based Sentiment Analysis on Restaurant 15Aspect-Based Sentiment Analysis on Restaurant 15Follow90.22AccuracyGHI82.919284.814686.7188.6054May 21, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScoreGHIEncoder=DeBERTaEncoder=DeBERTa2026.0590.2279.37SARLEncoder=RoBERTaEncoder=RoBERTa2026.0588.1973.83KumaGCNEncoder=BERTEncoder=BERT2026.0586.3570.76MWGCNEncoder=BERTEncoder=BERT2026.0585.6172.88TGCNEncoder=BERTEncoder=BERT2026.0585.2671.69dotGCNEncoder=BERTEncoder=BERT2026.0585.2472.74DGEDTEncoder=BERTEncoder=BERT2026.058471SK-GCNEncoder=BERTEncoder=BERT2026.0583.266.78